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Enhancing Recommender Systems for TV by Face Recognition

Toon De Pessemier, Damien Verlee, Luc Martens
2016 Proceedings of the 12th International Conference on Web Information Systems and Technologies  
To automate this user identification and feedback process for TV applications, we propose a solution based on face detection and recognition services.  ...  Recommender systems have proven their usefulness as a tool to cope with the information overload problem for many online services offering movies, books, or music.  ...  FACE DETECTION AND RECOGNITION In this section, we describe the face detection and recognition process of our recommender system for Android smart TVs.  ... 
doi:10.5220/0005861302430250 dblp:conf/webist/PessemierVM16 fatcat:timsyh3aufczvevlsephqigqfa

Factors Affecting the Performance of Recommender Systems in a Smart TV Environment

Alam, Khusro, Khan
2019 Technologies  
The recommender systems are deployed on the Web for reducing cognitive overload.  ...  The findings of this study suggest that for precise and relevant recommendations on smart TVs, the recommender systems need to adapt to the varying watching behavior of viewer(s).  ...  In [34] , an enhanced recommender system was proposed by face detection and recognition system in front of a smart TV.  ... 
doi:10.3390/technologies7020041 fatcat:uj4dgtzdsbfflb6suxmixqgdia

Tailoring Recommendations to Groups of Viewers on Smart TV: A Real-time Profile Generation Approach

Iftikhar Alam, Shah Khusro
2020 IEEE Access  
Numerous techniques have been proposed, such as face detection and recognition systems, but these systems lead to security and privacy issues.  ...  The recommender systems predict and calculate user preferences for recommendations.  ...  Similarly, in [34] , a recommender system based on face detection and recognition is proposed in on a smart TV.  ... 
doi:10.1109/access.2020.2980206 fatcat:ugqfnuxu4favnhuh4ewbjik5xe

Face Recognition System for Set-Top Box-Based Intelligent TV

Won Lee, Yeong Kim, Hyung Hong, Kang Park
2014 Sensors  
be used for face recognition from various positions.  ...  Therefore, we propose a new face recognition system for intelligent TVs in order to overcome the limitations associated with low resource set-top box and low cost web-cameras.  ...  Author Contributions Won Oh Lee and Kang Ryoung Park designed the overall system and made the face recognition algorithm. In addition, they wrote and revised the paper.  ... 
doi:10.3390/s141121726 pmid:25412214 pmcid:PMC4279559 fatcat:aumlicximvhahibl5l7ayie274

Evaluating facial recognition services as interaction technique for recommender systems

Toon De Pessemier, Ine Coppens, Luc Martens
2020 Multimedia tools and applications  
This article proposes an alternative method for user authentication based on facial recognition and an automatic feedback gathering method by detecting various face characteristics such as emotions.  ...  So as the main contribution, this article indicates that emotion recognition might be used as an alternative feedback mechanism for recommender systems.  ...  Facial recognition is defined as the process of matching a detected face to a person who was previously detected by the system.  ... 
doi:10.1007/s11042-020-09061-8 fatcat:d4t6q3wdwbhhtnyj3a2jlyxsgy

Advances on Cloud Computing and Technologies

Min Chen, Wei Xiang
2015 Journal on spesial topics in mobile networks and applications  
In the second article "SmartGW: Enabling Bandwidth-Efficient Group Watching in Cloud Social TV Systems", Z.  ...  by Huijun Wu, Dijiang Huang and Yan Zhu.  ...  In the twelfth article, "Cloud-Assisted Speech and Face Recognition Framework for Health Monitoring", M.  ... 
doi:10.1007/s11036-015-0618-z fatcat:fg4klkaowzeobedhlb4kn3gkgu

Fuzzy System-Based Face Detection Robust to In-Plane Rotation Based on Symmetrical Characteristics of a Face

Hyung Hong, Won Lee, Yeong Kim, Ki Kim, Dat Nguyen, Kang Park
2016 Symmetry  
a face. ' The accuracy of face recognition is increased by selecting the face region whose credibility score is the highest for recognition.  ...  are detected by image rotation and an Adaboost face detector in order to cope with the in-plane rotation of a face. ' The credibility scores for each candidate are calculated using a fuzzy system.  ...  fuzzy system, and on enhancing the performance of face recognition by using only the selected face image.  ... 
doi:10.3390/sym8080075 fatcat:sodz6h72x5ejhnq6vmv3hix2xy

Extending System Capabilities with Multimodal Control

2016 Acta Polytechnica Hungarica  
Typical features of multimodal control contain user identification based on face recognition and speaker voice recognition, system control based on voice commands and gesture recognition.  ...  recognition in our system.  ...  Acknowledgement The authors hereby declare that the research leading to his article has been funded by the grant VEGA-1/0708/13 IMUROSA and APVV-0258-12 MUFLON.  ... 
doi:10.12700/aph.13.4.2016.4.12 fatcat:mpqa5cvd6fen7folvztwf2tzpq

Color Recognition Enhancement by Fuzzy Merging [chapter]

Vincent Bombardier, Emmanuel Schmitt, Patrick Charpentier
2010 Communications in Computer and Information Science  
Then, in multi-face color matching case, the color recognition is enhanced by merging the outputs of the sensors used together.  ...  The obtained results show the efficiency of the proposed enhancement.  ...  Fig. 2 : 2 Acquisition system and processing parts. Fig. 3 : 3 Overall Fig. 4 : 4 Comparison of the recognition rates provided by merging both right and left sensors.  ... 
doi:10.1007/978-3-642-14058-7_23 fatcat:zrgaolctprg2fdupbeil3uol2i

Framework for A Personalized Intelligent Assistant to Elderly People for Activities of Daily Living

Nirmalya Thakur, Chia Y. Han
2019 Zenodo  
The essence of providing technology-based solutions to address these needs of elderly people and to create smart and assisted living spaces for the elderly; lies in developing systems that can adapt by  ...  tend to face with increasing age.  ...  The activity with the highest confidence value was recommended by the system for the given activity.  ... 
doi:10.5281/zenodo.3973812 fatcat:p7ufsqlyubhpjl4o23b2d4mwiu

Intelligent Remote Control for TV Program based on Emotion in Arabic Speech [article]

M. Meddeb, H. Karray, Adel M. Alimi
2014 arXiv   pre-print
Recommender systems for TV program have been studied for the realization of personalized TV Electronic Program Guides.  ...  In addition, the TV can estimate our interests and preferences by observing our behavior to watch and have a conversation on topics that might be interesting to us.  ...  TV program recommendation Recommender systems for TV program have been studied for the realization of personalized TV Electronic Program Guides.  ... 
arXiv:1404.5248v1 fatcat:6xypug4jfferngg3y4sh4rlrgi

Face Detection and Recognition for use in Campus Surveillance

Face identification is an essential step in face recognition, in which one of the typical of a class and authoritative application in visual sensor network.  ...  Face identification is a demanding assignment, because it has to scan and match against a library of known faces. E.g. lighting condition, different posture, various kind of body languages.  ...  This concept was introduced here to enhance the facial recognition system performance with the support of Local Binary Patterns (LBP).The approach of modeling the system for facial detection and recognition  ... 
doi:10.35940/ijitee.b7682.019320 fatcat:oc4lbu3jurbylcn3vjcdzttcka

Personalized Recommendation of TV Programs [chapter]

L. Ardissono, C. Gena, P. Torasso, F. Bellifemine, A. Chiarotto, A. Difino, B. Negro
2003 Lecture Notes in Computer Science  
This paper presents the user modeling and recommendation techniques applied in Personal Program Guide (PPG), a system generating personalized Electronic Program Guides for digital TV.  ...  The PPG recommends TV programs by relying on the integration of heterogeneous user modeling techniques. * This work has been partially supported by the Italian M.I.U.R.  ...  The PPG integrates different user modeling techniques for the recognition of the TV viewer's preferences and the consequent generation of personalized recommendation listings.  ... 
doi:10.1007/978-3-540-39853-0_39 fatcat:sgbaghtaizbnxgz7xitq4dwnwq

Struggling Against Social Isolation of the Elderly—The Design of SmartTV Applications [chapter]

Malek Alaoui, Myriam Lewkowicz
2012 From Research to Practice in the Design of Cooperative Systems: Results and Open Challenges  
The more the disability and loss of independence faced by the elderly is great, the more is the need of private information by these new systems to be more effective.  ...  , especially for them who are reluctant or unable to participate in face-to-face discussions or to go and see a professional caregiver.  ...  be sufficient to build virtual community between elderly who are used to face-to-face interactions?  ... 
doi:10.1007/978-1-4471-4093-1_18 dblp:conf/coop/AlaouiL12 fatcat:e3a3lrervzgwxe5yhcedoejzc4

Table of contents

2020 2020 International Conference on Smart Innovations in Design, Environment, Management, Planning and Computing (ICSIDEMPC)  
Credit Card Fraud Detection and Prevention By Face Recognition 86-90 Ashwini Zinjurde and Vilas Kamble 18.  ...  Enhancement in cloud security for web application attacks 91-95 Smita M Chavan, Sharvari C Tamane 19. Economical Home Automation System using TV Remote (EHAS) 96-99 Rahul Shimpi 20.  ... 
doi:10.1109/icsidempc49020.2020.9299635 fatcat:mr4773x4snbrta2b27yzmohtja
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